ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback Paper • 2601.10156 • Published 12 days ago • 25
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies Paper • 2512.19673 • Published Dec 22, 2025 • 63
DEER: Draft with Diffusion, Verify with Autoregressive Models Paper • 2512.15176 • Published Dec 17, 2025 • 43
sentence-transformers/all-MiniLM-L6-v2 Sentence Similarity • 22.7M • Updated Mar 6, 2025 • 148M • • 4.37k
Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective Paper • 2505.17652 • Published May 23, 2025 • 6
Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective Paper • 2505.17652 • Published May 23, 2025 • 6
Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective Paper • 2505.17652 • Published May 23, 2025 • 6 • 2
Efficient Reinforcement Finetuning via Adaptive Curriculum Learning Paper • 2504.05520 • Published Apr 7, 2025 • 11
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published Mar 24, 2025 • 31
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Paper • 2503.16419 • Published Mar 20, 2025 • 77
DAPO: An Open-Source LLM Reinforcement Learning System at Scale Paper • 2503.14476 • Published Mar 18, 2025 • 144